Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
Tom Rutkowski
Broschiertes Buch

Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance

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The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. The vast majority of AI models work like black box models. However, in many applications, e.g., medical diagnosis or venture capital investment recommendations, it is essential to explain the rationale behind AI systems decisions or recommendations. Therefore, the development of artificial intelligence cannot ignore the need for interpretable, transparent, and explainable models. First, the main idea of the explainable recommenders is outlined within the...